Flexible Covariate Adjustments in Regression Discontinuity Designs, with Claudia Noack and Tomasz Olma, June 2024 [Online Appendix, arXiv]
Donut Regression Discontinuity Designs, with Claudia Noack, August 2023 (preliminary)
Bias-Aware Inference in Fuzzy Regression Discontinuity Designs, with Claudia Noack, Econometrica, (2024), 92, 687–711. [Online Appendix, R package, arXiv]
Inference in Regression Discontinuity Designs with High-Dimensional Covariates, with Alexander Kreiß, Econometrics Journal, (2023), 26, 105--123. [arXiv]
Bounds on Treatment Effects in Regression Discontinuity Designs with a Manipulated Running Variable, with Francois Gerard and Miikka Rokkanen, Quantitative Economics, (2020), 11, 839--870 [R package]
Estimating Derivatives of Function-Valued Parameters in a Class of Moment Condition Models, with Dominik Wied, Journal of Econometrics, (2020), 217, 1--19
Properties of Doubly Robust Estimators when Nuisance Functions are Estimated Nonparametrically, with Sergio Firpo, Econometric Theory, (2019), 35, 1048--1087
Inference in Regression Discontinuity Designs with a Discrete Running Variable, with Michal Kolesar, American Economic Review (2018), 108, 2277–2304. [Supplemental Material, R package, arXiv]
Robust Confidence Intervals for Average Treatment Effects under Limited Overlap, Econometrica (2017), 85, 645-660.
Semiparametric Estimation with Generated Covariates, with Enno Mammen and Melanie Schienle, Econometric Theory 32 (2016), 1140–1177.
A Discontinuity Test for Identification in Triangular Nonseparable Models, with Carolina Caetano and Nese Yildiz, Journal of Econometrics 193 (2016), 113–122.
Decomposing the Composition Effect, Journal of Business and Economic Statistics 33 (2015), 323--337. [R codes and data sets]
Misspecification Testing in a Class of Conditional Distributional Models, with Dominik Wied
Journal of the American Statistical Association, 108 (2013), 314–324.
Partial Distributional Policy Effects, Econometrica, 80 (2012), 2269–2301. [Software]
Nonparametric Regression with Nonparametrically Generated Covariates, with Enno Mammen and Melanie Schienle, Annals of Statistics 40 (2012), 1132-1170.
Identification of Unconditional Partial Effects in Nonseparable Models, Economics Letters 109 (2010), 171-174.
Nonparametric Estimation of Distributional Policy Effects, Journal of Econometrics 155 (2010), 56-70.
Semiparametric Estimation of Binary Response Models with Endogenous Regressors, Journal of Econometrics 153 (2009), 51-64. [Software]